Reconstruction and validation of Saccharomyces cerevisiae iND750, a fully compartmentalized genome-scale metabolic model.

A fully compartmentalized genome-scale metabolic model of Saccharomyces cerevisiae that accounts for 750 genes and their associated transcripts, proteins, and reactions has been reconstructed and validated. All of the 1149 reactions included in this in silico model are both elementally and charge balanced and have been assigned to one of eight cellular locations (extracellular space, cytosol, mitochondrion, peroxisome, nucleus, endoplasmic reticulum, Golgi apparatus, or vacuole). When in silico predictions of 4154 growth phenotypes were compared to two published large-scale gene deletion studies, an 83% agreement was found between iND750's predictions and the experimental studies. Analysis of the failure modes showed that false predictions were primarily caused by iND750's limited inclusion of cellular processes outside of metabolism. This study systematically identified inconsistencies in our knowledge of yeast metabolism that require specific further experimental investigation.

[1]  L. W. Parks,et al.  Metabolism of sterols in yeast. , 1978, CRC critical reviews in microbiology.

[2]  J. Broach,et al.  The Molecular biology of the yeast Saccharomyces : metabolism and gene expression , 1982 .

[3]  Y. Surdin-Kerjan,et al.  Gene-enzyme relationship in the sulfate assimilation pathway of Saccharomyces cerevisiae. Study of the 3'-phosphoadenylylsulfate reductase structural gene. , 1990, The Journal of biological chemistry.

[4]  C. Mannella The 'ins' and 'outs' of mitochondrial membrane channels. , 1992, Trends in biochemical sciences.

[5]  B. Palsson,et al.  Metabolic Flux Balancing: Basic Concepts, Scientific and Practical Use , 1994, Bio/Technology.

[6]  D. A. Court,et al.  Mitochondrial and Cytosolic Branched-chain Amino Acid Transaminases from Yeast, Homologs of the myc Oncogene-regulated Eca39 Protein* , 1996, The Journal of Biological Chemistry.

[7]  H. Bonarius,et al.  Flux analysis of underdetermined metabolic networks: the quest for the missing constraints. , 1997 .

[8]  J. Keasling,et al.  Stoichiometric model of Escherichia coli metabolism: incorporation of growth-rate dependent biomass composition and mechanistic energy requirements. , 1997, Biotechnology and bioengineering.

[9]  S. Hohmann,et al.  Characteristics of Fps1-dependent and -independent glycerol transport in Saccharomyces cerevisiae , 1997, Journal of bacteriology.

[10]  M. Schweizer,et al.  The metabolism and molecular physiology of Saccharomyces cerevisiae , 1998 .

[11]  H. Y. Steensma,et al.  Effects of Pyruvate Decarboxylase Overproduction on Flux Distribution at the Pyruvate Branch Point inSaccharomyces cerevisiae , 1998, Applied and Environmental Microbiology.

[12]  Graeme M. Walker,et al.  Yeast Physiology and Biotechnology , 1998 .

[13]  Donald Voet,et al.  Fundamentals of Biochemistry , 1999 .

[14]  J. Pronk,et al.  Glucose Uptake Kinetics and Transcription of HXTGenes in Chemostat Cultures of Saccharomyces cerevisiae * , 1999, The Journal of Biological Chemistry.

[15]  C. Hollenberg,et al.  Concurrent knock‐out of at least 20 transporter genes is required to block uptake of hexoses in Saccharomyces cerevisiae , 1999, FEBS letters.

[16]  J. Edwards,et al.  Systems Properties of the Haemophilus influenzaeRd Metabolic Genotype* , 1999, The Journal of Biological Chemistry.

[17]  S. Paiva,et al.  The Lactate-Proton Symport of Saccharomyces cerevisiae Is Encoded by JEN1 , 1999, Journal of bacteriology.

[18]  Ronald W. Davis,et al.  Functional characterization of the S. cerevisiae genome by gene deletion and parallel analysis. , 1999, Science.

[19]  B. Palsson,et al.  The Escherichia coli MG1655 in silico metabolic genotype: its definition, characteristics, and capabilities. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[20]  M. V. Heiden,et al.  Outer mitochondrial membrane permeability can regulate coupled respiration and cell survival. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[21]  E. Kiseleva,et al.  The nuclear pore complex: mediator of translocation between nucleus and cytoplasm. , 2000, Journal of cell science.

[22]  B. Palsson The challenges of in silico biology , 2000, Nature Biotechnology.

[23]  B. Stambuk,et al.  The Kluyver effect for trehalose in Saccharomyces cerevisiae , 2000, Journal of basic microbiology.

[24]  Ronald W. Davis,et al.  A genome-wide screen in Saccharomyces cerevisiae for genes affecting UV radiation sensitivity , 2001, Proceedings of the National Academy of Sciences of the United States of America.

[25]  I. Macreadie,et al.  Cytotoxicity of dihydropteroate in Saccharomyces cerevisiae. , 2002, FEMS microbiology letters.

[26]  Seth Sadis,et al.  Complementary whole-genome technologies reveal the cellular response to proteasome inhibition by PS-341 , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[27]  B. Palsson,et al.  Metabolic modelling of microbes: the flux-balance approach. , 2002, Environmental microbiology.

[28]  Mike Tyers,et al.  Systematic Identification of Pathways That Couple Cell Growth and Division in Yeast , 2002, Science.

[29]  Ronald W. Davis,et al.  Systematic screen for human disease genes in yeast , 2002, Nature Genetics.

[30]  Dmitrij Frishman,et al.  MIPS: a database for genomes and protein sequences , 1999, Nucleic Acids Res..

[31]  G. Church,et al.  Genome-Scale Metabolic Model of Helicobacter pylori 26695 , 2002, Journal of bacteriology.

[32]  B. Palsson,et al.  Transcriptional regulation in constraints-based metabolic models of Escherichia coli Covert , 2002 .

[33]  Ronald W. Davis,et al.  Functional profiling of the Saccharomyces cerevisiae genome , 2002, Nature.

[34]  Kara Dolinski,et al.  Saccharomyces Genome Database (SGD) provides biochemical and structural information for budding yeast proteins , 2003, Nucleic Acids Res..

[35]  B. Palsson,et al.  An expanded genome-scale model of Escherichia coli K-12 (iJR904 GSM/GPR) , 2003, Genome Biology.

[36]  H. Blom,et al.  Genetics of hyperhomocysteinaemia in cardiovascular disease , 2003, Annals of clinical biochemistry.

[37]  Kenneth J. Kauffman,et al.  Advances in flux balance analysis. , 2003, Current opinion in biotechnology.

[38]  B. Buckland,et al.  Toward consistent and productive complex media for industrial fermentations: studies on yeast extract for a recombinant yeast fermentation process. , 2003, Biotechnology and bioengineering.

[39]  B. Palsson,et al.  Genome-scale reconstruction of the Saccharomyces cerevisiae metabolic network. , 2003, Genome research.

[40]  B. Palsson,et al.  Saccharomyces cerevisiae phenotypes can be predicted by using constraint-based analysis of a genome-scale reconstructed metabolic network , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[41]  Jeremy D. Glasner,et al.  Genome-Scale Analysis of the Uses of the Escherichia coli Genome: Model-Driven Analysis of Heterogeneous Data Sets , 2003, Journal of bacteriology.

[42]  Jason A. Papin,et al.  Genome-scale microbial in silico models: the constraints-based approach. , 2003, Trends in biotechnology.

[43]  M. Mattson,et al.  Folate and homocysteine metabolism: therapeutic targets in cardiovascular and neurodegenerative disorders. , 2003, Current medicinal chemistry.

[44]  Bernhard Ø Palsson,et al.  Sequence-based analysis of metabolic demands for protein synthesis in prokaryotes. , 2003, Journal of theoretical biology.

[45]  V. Culotta,et al.  A novel NADH kinase is the mitochondrial source of NADPH in Saccharomyces cerevisiae , 2003, The EMBO journal.